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Labby

Develop skills in Linux, DevOps, Cybersecurity, Programming, Data Science, and more through interactive labs and real-world projects.

Location Hong Kong Joined Joined on  Personal website https://labex.io/ twitter website
Ansible Automation Mastery: Hands-On Labs for Inventory Grouping, Apt Package Management, and the Fetch Module
Cover image for Ansible Automation Mastery: Hands-On Labs for Inventory Grouping, Apt Package Management, and the Fetch Module

Ansible Automation Mastery: Hands-On Labs for Inventory Grouping, Apt Package Management, and the Fetch Module

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2 min read

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Java Programming Labs: Calculate Sum of Digits, Standard Deviation, and Coordinate Subtraction (5 Hands-on Exercises)
Cover image for Java Programming Labs: Calculate Sum of Digits, Standard Deviation, and Coordinate Subtraction (5 Hands-on Exercises)

Java Programming Labs: Calculate Sum of Digits, Standard Deviation, and Coordinate Subtraction (5 Hands-on Exercises)

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3 min read
Nmap Hands-On: Explore Verbosity, UDP Scanning, and Network Discovery Techniques
Cover image for Nmap Hands-On: Explore Verbosity, UDP Scanning, and Network Discovery Techniques

Nmap Hands-On: Explore Verbosity, UDP Scanning, and Network Discovery Techniques

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2 min read
LabEx Launches 2025 Black Friday Deals
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LabEx Launches 2025 Black Friday Deals

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1 min read
Linux Security Auditing: 5 Hands-On Labs for Rsync Anonymous Sync, SMB Guest Access, and SSH Key Enumeration
Cover image for Linux Security Auditing: 5 Hands-On Labs for Rsync Anonymous Sync, SMB Guest Access, and SSH Key Enumeration

Linux Security Auditing: 5 Hands-On Labs for Rsync Anonymous Sync, SMB Guest Access, and SSH Key Enumeration

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3 min read
Apply Descendant Selectors & Background Styles: Essential CSS Techniques for HTML
Cover image for Apply Descendant Selectors & Background Styles: Essential CSS Techniques for HTML

Apply Descendant Selectors & Background Styles: Essential CSS Techniques for HTML

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2 min read
3 Hands-On PostgreSQL Labs: Setup, Data Filtering (WHERE/LIKE), and PL/pgSQL Error Handling
Cover image for 3 Hands-On PostgreSQL Labs: Setup, Data Filtering (WHERE/LIKE), and PL/pgSQL Error Handling

3 Hands-On PostgreSQL Labs: Setup, Data Filtering (WHERE/LIKE), and PL/pgSQL Error Handling

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2 min read
NumPy Array Operations Challenge: Master Indexing, Slicing, and Binary Operations (3 Hands-On Labs)
Cover image for NumPy Array Operations Challenge: Master Indexing, Slicing, and Binary Operations (3 Hands-On Labs)

NumPy Array Operations Challenge: Master Indexing, Slicing, and Binary Operations (3 Hands-On Labs)

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2 min read
Alibaba Cloud Labs: Canary Releases with MSE, Kubernetes Log Mastery & Tomcat Session Sharing
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Alibaba Cloud Labs: Canary Releases with MSE, Kubernetes Log Mastery & Tomcat Session Sharing

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4 min read
RHEL Quick Start: 4 Hands-on Labs for Storage, Security, and Container Persistence
Cover image for RHEL Quick Start: 4 Hands-on Labs for Storage, Security, and Container Persistence

RHEL Quick Start: 4 Hands-on Labs for Storage, Security, and Container Persistence

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2 min read
RHCSA Prep: 4 Hands-On Labs for RHEL - Tar, Shell Scripting, User Groups, and Symbolic Links
Cover image for RHCSA Prep: 4 Hands-On Labs for RHEL - Tar, Shell Scripting, User Groups, and Symbolic Links

RHCSA Prep: 4 Hands-On Labs for RHEL - Tar, Shell Scripting, User Groups, and Symbolic Links

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2 min read
Java LocalDate: 5 Essential Methods (plus, ofEpochDay, now(Clock)) for Accurate Date Calculations
Cover image for Java LocalDate: 5 Essential Methods (plus, ofEpochDay, now(Clock)) for Accurate Date Calculations

Java LocalDate: 5 Essential Methods (plus, ofEpochDay, now(Clock)) for Accurate Date Calculations

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3 min read
Database Essentials: Insert Student Data, MySQL Backup with mysqldump, and Index Optimization
Cover image for Database Essentials: Insert Student Data, MySQL Backup with mysqldump, and Index Optimization

Database Essentials: Insert Student Data, MySQL Backup with mysqldump, and Index Optimization

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2 min read
Python Coding Challenges: FizzBuzz, String Equality, and Heterogram Checks for Beginners
Cover image for Python Coding Challenges: FizzBuzz, String Equality, and Heterogram Checks for Beginners

Python Coding Challenges: FizzBuzz, String Equality, and Heterogram Checks for Beginners

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3 min read
Hydra Brute-Force: 5 Labs to Crack Telnet, HTTP, and FTP Credentials (Verify Installation & Speed)
Cover image for Hydra Brute-Force: 5 Labs to Crack Telnet, HTTP, and FTP Credentials (Verify Installation & Speed)

Hydra Brute-Force: 5 Labs to Crack Telnet, HTTP, and FTP Credentials (Verify Installation & Speed)

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3 min read
SQLite Performance Tuning: 3 Practical Labs for PRAGMA, Indexing, and FTS5 Full-Text Search
Cover image for SQLite Performance Tuning: 3 Practical Labs for PRAGMA, Indexing, and FTS5 Full-Text Search

SQLite Performance Tuning: 3 Practical Labs for PRAGMA, Indexing, and FTS5 Full-Text Search

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2 min read
Jenkins CI/CD: Docker Installation, Interface Navigation, and Declarative Pipeline Tutorial
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Jenkins CI/CD: Docker Installation, Interface Navigation, and Declarative Pipeline Tutorial

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2 min read
4 HTML Challenges: Build a Custom Membership Card & Fix Display Issues with Real-World Code Labs
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4 HTML Challenges: Build a Custom Membership Card & Fix Display Issues with Real-World Code Labs

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3 min read
4 Linux Security Labs: Implementing CIA Triad, GPG Cryptography, and Detecting Command Injection Attacks
Cover image for 4 Linux Security Labs: Implementing CIA Triad, GPG Cryptography, and Detecting Command Injection Attacks

4 Linux Security Labs: Implementing CIA Triad, GPG Cryptography, and Detecting Command Injection Attacks

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3 min read
Red Hat Enterprise Linux: Configure Firewalld, Secure SSH Keys, and Container Persistence Labs
Cover image for Red Hat Enterprise Linux: Configure Firewalld, Secure SSH Keys, and Container Persistence Labs

Red Hat Enterprise Linux: Configure Firewalld, Secure SSH Keys, and Container Persistence Labs

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2 min read
5 Hands-On Redis Labs: Sorted Sets, Pub/Sub Messaging, Transactions, and Security Configuration
Cover image for 5 Hands-On Redis Labs: Sorted Sets, Pub/Sub Messaging, Transactions, and Security Configuration

5 Hands-On Redis Labs: Sorted Sets, Pub/Sub Messaging, Transactions, and Security Configuration

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3 min read
Hands-On MongoDB: 3 Labs to Filter Collections, Create Schemas, and Model User Profiles
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Hands-On MongoDB: 3 Labs to Filter Collections, Create Schemas, and Model User Profiles

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2 min read
5 Pandas Labs: Master .query(), E-commerce String Cleaning, and Advanced Data Filtering with .where()
Cover image for 5 Pandas Labs: Master .query(), E-commerce String Cleaning, and Advanced Data Filtering with .where()

5 Pandas Labs: Master .query(), E-commerce String Cleaning, and Advanced Data Filtering with .where()

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3 min read
5 Python Projects for DevOps: Build a Network Scanner, Tkinter GUI, and Game Automation Scripts
Cover image for 5 Python Projects for DevOps: Build a Network Scanner, Tkinter GUI, and Game Automation Scripts

5 Python Projects for DevOps: Build a Network Scanner, Tkinter GUI, and Game Automation Scripts

Comments
3 min read
4 NumPy Labs: Array Creation, Advanced Indexing, Vectorized KNN, and Gradient Edge Detection
Cover image for 4 NumPy Labs: Array Creation, Advanced Indexing, Vectorized KNN, and Gradient Edge Detection

4 NumPy Labs: Array Creation, Advanced Indexing, Vectorized KNN, and Gradient Edge Detection

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3 min read
Scikit-Learn 4-Step Path: Mastering Classification with Naive Bayes, SVM, and Essential Metrics
Cover image for Scikit-Learn 4-Step Path: Mastering Classification with Naive Bayes, SVM, and Essential Metrics

Scikit-Learn 4-Step Path: Mastering Classification with Naive Bayes, SVM, and Essential Metrics

Comments
3 min read
SQLite Mastery: 5 Labs on Database Backup, CTE Queries, and Linux Setup for Data Management
Cover image for SQLite Mastery: 5 Labs on Database Backup, CTE Queries, and Linux Setup for Data Management

SQLite Mastery: 5 Labs on Database Backup, CTE Queries, and Linux Setup for Data Management

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3 min read
Visualize Data Stories: 5 Matplotlib Labs on Subplots, Scatter, Pie Charts, and Histograms
Cover image for Visualize Data Stories: 5 Matplotlib Labs on Subplots, Scatter, Pie Charts, and Histograms

Visualize Data Stories: 5 Matplotlib Labs on Subplots, Scatter, Pie Charts, and Histograms

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2 min read
Nmap Mastery Path: 3 Hands-On Labs to Scan, Exploit Vulnerabilities, and Explore Verbosity Levels
Cover image for Nmap Mastery Path: 3 Hands-On Labs to Scan, Exploit Vulnerabilities, and Explore Verbosity Levels

Nmap Mastery Path: 3 Hands-On Labs to Scan, Exploit Vulnerabilities, and Explore Verbosity Levels

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2 min read
Red Hat Enterprise Linux: Hands-On Labs to Extend LVM, Troubleshoot SELinux Policy, and Master Shell Scripting
Cover image for Red Hat Enterprise Linux: Hands-On Labs to Extend LVM, Troubleshoot SELinux Policy, and Master Shell Scripting

Red Hat Enterprise Linux: Hands-On Labs to Extend LVM, Troubleshoot SELinux Policy, and Master Shell Scripting

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3 min read
Kali Linux Lab: Build Tool Directory, Nmap Port Scan, and Metasploit Console Start
Cover image for Kali Linux Lab: Build Tool Directory, Nmap Port Scan, and Metasploit Console Start

Kali Linux Lab: Build Tool Directory, Nmap Port Scan, and Metasploit Console Start

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2 min read
MongoDB Tutorial: Hands-On Labs to Create MongoDB Collection and Master NoSQL CRUD Operations
Cover image for MongoDB Tutorial: Hands-On Labs to Create MongoDB Collection and Master NoSQL CRUD Operations

MongoDB Tutorial: Hands-On Labs to Create MongoDB Collection and Master NoSQL CRUD Operations

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1 min read
Alibaba Cloud Hands-On: Build AI with TensorFlow, Automate IaC with Terraform, and Secure Websites with WAF
Cover image for Alibaba Cloud Hands-On: Build AI with TensorFlow, Automate IaC with Terraform, and Secure Websites with WAF

Alibaba Cloud Hands-On: Build AI with TensorFlow, Automate IaC with Terraform, and Secure Websites with WAF

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2 min read
Hands-On Kali Linux Setup: Verify Version, Environment, and Tool Directory Structure
Cover image for Hands-On Kali Linux Setup: Verify Version, Environment, and Tool Directory Structure

Hands-On Kali Linux Setup: Verify Version, Environment, and Tool Directory Structure

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2 min read
Optimizing C++ Fibonacci Performance, Fixing C++14 Bugs, and Singleton Design: 5 Hands-On Labs
Cover image for Optimizing C++ Fibonacci Performance, Fixing C++14 Bugs, and Singleton Design: 5 Hands-On Labs

Optimizing C++ Fibonacci Performance, Fixing C++14 Bugs, and Singleton Design: 5 Hands-On Labs

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4 min read
MongoDB CRUD & Schema Design: 5 Labs to Write Queries, Filter, Delete, and Export Data
Cover image for MongoDB CRUD & Schema Design: 5 Labs to Write Queries, Filter, Delete, and Export Data

MongoDB CRUD & Schema Design: 5 Labs to Write Queries, Filter, Delete, and Export Data

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2 min read
Docker Labs: Run Containers, Master Graceful Shutdown (Arctic Mission), and Image Repository Search
Cover image for Docker Labs: Run Containers, Master Graceful Shutdown (Arctic Mission), and Image Repository Search

Docker Labs: Run Containers, Master Graceful Shutdown (Arctic Mission), and Image Repository Search

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2 min read
Bash Scripting for Linux Sysadmins: Automate File Metadata, User Management, and Logic Patterns
Cover image for Bash Scripting for Linux Sysadmins: Automate File Metadata, User Management, and Logic Patterns

Bash Scripting for Linux Sysadmins: Automate File Metadata, User Management, and Logic Patterns

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2 min read
JavaScript Kickstart: 4 Hands-On Labs for CSS Selectors, Box Shadows, and Array Manipulation
Cover image for JavaScript Kickstart: 4 Hands-On Labs for CSS Selectors, Box Shadows, and Array Manipulation

JavaScript Kickstart: 4 Hands-On Labs for CSS Selectors, Box Shadows, and Array Manipulation

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2 min read
HTML Foundation to Full-Stack: 5 Labs Including Vue.js Task Manager and Flask URL Shortener
Cover image for HTML Foundation to Full-Stack: 5 Labs Including Vue.js Task Manager and Flask URL Shortener

HTML Foundation to Full-Stack: 5 Labs Including Vue.js Task Manager and Flask URL Shortener

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3 min read
Hands-On MongoDB Labs: Insert Data, Update Records (Operators), and Export Data Fast
Cover image for Hands-On MongoDB Labs: Insert Data, Update Records (Operators), and Export Data Fast

Hands-On MongoDB Labs: Insert Data, Update Records (Operators), and Export Data Fast

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2 min read
SQLite Mastery: Linux Setup, Efficient INNER/LEFT JOINs, and ON CONFLICT Error Handling
Cover image for SQLite Mastery: Linux Setup, Efficient INNER/LEFT JOINs, and ON CONFLICT Error Handling

SQLite Mastery: Linux Setup, Efficient INNER/LEFT JOINs, and ON CONFLICT Error Handling

Comments
2 min read
5 MongoDB Labs: Filter, Sort, Export, and Delete Data Collections (Your First MongoDB Tutorial)
Cover image for 5 MongoDB Labs: Filter, Sort, Export, and Delete Data Collections (Your First MongoDB Tutorial)

5 MongoDB Labs: Filter, Sort, Export, and Delete Data Collections (Your First MongoDB Tutorial)

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2 min read
Python Path Experiments: Run Scripts from CLI, Configure Networks, and Uncover Object Secrets with __dict__
Cover image for Python Path Experiments: Run Scripts from CLI, Configure Networks, and Uncover Object Secrets with __dict__

Python Path Experiments: Run Scripts from CLI, Configure Networks, and Uncover Object Secrets with __dict__

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2 min read
Learn Nmap Network Port Scanning: Hands-On SYN Scans and Target Specification for Security Auditing
Cover image for Learn Nmap Network Port Scanning: Hands-On SYN Scans and Target Specification for Security Auditing

Learn Nmap Network Port Scanning: Hands-On SYN Scans and Target Specification for Security Auditing

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2 min read
Golang Fundamentals: Master Multidimensional Arrays, Strings, and Constants with 4 Hands-On Labs
Cover image for Golang Fundamentals: Master Multidimensional Arrays, Strings, and Constants with 4 Hands-On Labs

Golang Fundamentals: Master Multidimensional Arrays, Strings, and Constants with 4 Hands-On Labs

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2 min read
4 JavaScript Projects: Build a React Heatmap, DOM Game, Prize Draw, and Voting App
Cover image for 4 JavaScript Projects: Build a React Heatmap, DOM Game, Prize Draw, and Voting App

4 JavaScript Projects: Build a React Heatmap, DOM Game, Prize Draw, and Voting App

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3 min read
Jenkins Pipeline Tutorial: Git Integration, User Management & Declarative CI/CD in 5 Steps
Cover image for Jenkins Pipeline Tutorial: Git Integration, User Management & Declarative CI/CD in 5 Steps

Jenkins Pipeline Tutorial: Git Integration, User Management & Declarative CI/CD in 5 Steps

Comments
3 min read
Git Mastery Labs: Advanced Staging, History Rewriting, and Commit Manipulation Techniques
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Git Mastery Labs: Advanced Staging, History Rewriting, and Commit Manipulation Techniques

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2 min read
Scikit-learn Hands-On: 5 Projects from Iris k-NN to Credit Risk Prediction
Cover image for Scikit-learn Hands-On: 5 Projects from Iris k-NN to Credit Risk Prediction

Scikit-learn Hands-On: 5 Projects from Iris k-NN to Credit Risk Prediction

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3 min read
3 Hands-On Kali Linux Labs: Exploring Security Tools, Building Directory Structure, and Verifying System Version
Cover image for 3 Hands-On Kali Linux Labs: Exploring Security Tools, Building Directory Structure, and Verifying System Version

3 Hands-On Kali Linux Labs: Exploring Security Tools, Building Directory Structure, and Verifying System Version

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2 min read
Docker Swarm & Registry: Hands-On Guide to Packaging, Connecting & Orchestrating Apps
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Docker Swarm & Registry: Hands-On Guide to Packaging, Connecting & Orchestrating Apps

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3 min read
Ansible Core Modules: Hands-on Labs for get_url, cron, command, local_action
Cover image for Ansible Core Modules: Hands-on Labs for get_url, cron, command, local_action

Ansible Core Modules: Hands-on Labs for get_url, cron, command, local_action

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2 min read
NumPy Math Games: Master Array Indexing & Operations in Python
Cover image for NumPy Math Games: Master Array Indexing & Operations in Python

NumPy Math Games: Master Array Indexing & Operations in Python

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2 min read
MySQL Path: 4 Hands-On Challenges for Data Entry, User Management, Multi-Table Queries & Sales Analysis
Cover image for MySQL Path: 4 Hands-On Challenges for Data Entry, User Management, Multi-Table Queries & Sales Analysis

MySQL Path: 4 Hands-On Challenges for Data Entry, User Management, Multi-Table Queries & Sales Analysis

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2 min read
C++ Labs: Build Calculator, Manipulate Strings, & Master Class Inheritance
Cover image for C++ Labs: Build Calculator, Manipulate Strings, & Master Class Inheritance

C++ Labs: Build Calculator, Manipulate Strings, & Master Class Inheritance

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2 min read
PostgreSQL Advanced Queries & Data Types: A Practical Guide to Robust Data Management
Cover image for PostgreSQL Advanced Queries & Data Types: A Practical Guide to Robust Data Management

PostgreSQL Advanced Queries & Data Types: A Practical Guide to Robust Data Management

Comments
3 min read
HTML Text Formatting & Lists: Mastering Italic, Emphasized Text & Description Lists
Cover image for HTML Text Formatting & Lists: Mastering Italic, Emphasized Text & Description Lists

HTML Text Formatting & Lists: Mastering Italic, Emphasized Text & Description Lists

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2 min read
NumPy Arrays & Bitwise Ops: Create, Manipulate, and Explore with Python
Cover image for NumPy Arrays & Bitwise Ops: Create, Manipulate, and Explore with Python

NumPy Arrays & Bitwise Ops: Create, Manipulate, and Explore with Python

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2 min read
RHEL 9 Hands-On: Logs, Permissions, Containers & Process Scheduling
Cover image for RHEL 9 Hands-On: Logs, Permissions, Containers & Process Scheduling

RHEL 9 Hands-On: Logs, Permissions, Containers & Process Scheduling

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2 min read
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